The document discusses the Poisson distribution and how to calculate the probability of a specific number of occurrences given the mean rate of occurrences. It then presents a problem asking for the probability of 3 accidents occurring at an intersection in a given month, when the average number of accidents per month is 2. The solution uses the Poisson distribution formula to calculate the probability as 0.18044.